Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax OptimizationQuoc Tran-DinhTrang H. Tranet al.2024NeurIPS 2024Conference paper
On the Convergence to a Global Solution of Shuffling-Type Gradient AlgorithmsLam NguyenTrang H. Tran2023NeurIPS 2023Conference paper
Stochastic FISTA Step Search Algorithm for Convex OptimizationTrang H. TranLam Nguyenet al.2023NeurIPS 2023Workshop paper
Stochastic Optimization Methods With MomentumTrang H. TranLam Nguyenet al.2023INFORMS 2023Invited talk
When Machine Learning meets Dynamical Systems: Theory and ApplicationsLam NguyenTrang H. Tranet al.2023AAAI 2023Workshop
New Perspective on the Convergence to a Global Solution of Finite-sum OptimizationLam NguyenTrang H. Tranet al.2022INFORMS 2022Conference paper
Nesterov Accelerated Shuffling Gradient Method for Convex OptimizationTrang H. TranLam Nguyenet al.2022INFORMS 2022Talk